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Automation Risk Analysis

Will “Cigarette and Filter Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cigarette and Filter Inspector” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Cigarette and Filter Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Position products, components, or parts for testing.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Compute defect percentages or averages, using formulas and calculators.

  • Notify supervisors or other personnel of production problems.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Analyze test data, making computations as necessary, to determine test results.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Compute usable amounts of items in shipments.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Recommend necessary corrective actions, based on inspection results.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Collect or select samples for testing or for use as models.

  • Monitor machines that automatically measure, sort, or inspect products.

Technologies & Software

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  • Mastercam computer-aided design and manufacturing software
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  • Inspection marking systems
  • R
  • Grok (xAI)
  • Claude (Anthropic)
  • Nova (Amazon)
  • Microsoft Word
  • Data analysis software
  • Design of experiments DOE software
  • Dassault Systemes CATIA
  • Tolerance analysis software
  • IBM Notes
  • Apache Pig
  • Mastercam Design
  • Rockwell Automation AI
  • Statistical process control SPC data collection devices
  • Llama (Meta)
  • Label inspection systems
  • Siemens Industrial AI
  • Wilcox Associates PC-DMIS Inspection Planner
  • Coordinate measuring machine software
  • Extensible markup language XML
  • Dassault Systemes SolidWorks
  • SAP software
  • Database software
  • Skype
  • Sight Machine AI
  • Microsoft Visio
  • Apache Hive
  • ABB AI Robotics
  • Verisurf Metrology
  • Atlassian JIRA
  • Microsoft Access
  • Minitab
  • Structured query language SQL
  • Microsoft PowerPoint
  • Data entry software
  • Cybermetrics GAGETrak
  • Autodesk AutoCAD
  • IBM Lotus Notes
  • Cognex Vision AI
  • The MathWorks MATLAB
  • Gemini (Google)
  • Medical condition coding software
  • Computer-aided inspection software
  • ChatGPT (OpenAI)
  • Microsoft SharePoint
  • Mistral (Mistral AI)
  • Microsoft Office software
  • DeepSeek
  • Computer assisted design software
  • Kimi (Moonshot AI)
  • Selenium
  • Metallurgical microscopes
  • Calorimetric leak testers
  • Frequency meters
  • Vibration and shaker systems
  • Verisurf Master3DGage
  • Radiographic flaw detectors
  • Pi tapes
  • Signal generators
  • Magnetic induction acceleration instruments
  • Gloss meters
  • Hydraulic lifts
  • Eddy current probes
  • Laser thickness gauges
  • Digital multimeters
  • Manufacturing defect analyzers MDA
  • Hardness testers
  • Piezoelectric acceleration instruments
  • Impact toughness testers
  • Function generators
  • Backplane testers
  • Hipot testers
  • Force transducers
  • Multimeters
  • Environmental chambers
  • Measuring microscopes
  • Personal computers
  • Moisture meters
  • Digital resistance thermometers
  • Forklifts
  • Resistivity meters
  • Linear or mixed signal equipment
  • Power meters
  • Verisurf 3Dgage
  • Accelerometers
  • Resonance acceleration instruments
  • Return loss calibrator RLC passive component testers
  • Hydraulic pumps
  • Resistance meters
  • Coordinate measuring machines CMM
  • Logic test systems
  • Penetrant flaw detectors
  • Optical comparators
  • Magnetic particle flaw detectors
  • Direct current DC power testers
  • Ammeters
  • Impact hammers
  • Sampling oscilloscopes
  • Beta gauges
  • Strain gauges
  • Continuity testers
  • Utrasonic flaw detectors
  • In-circuit testers
  • Calipers
  • Frequency counters
  • Ductility testers
  • Overhead cranes
  • Bubble leak testers
  • Micrometers
  • Bit error rate testers BERT
  • Capacitive acceleration instruments
  • Digital voltmeters DVM
  • Null-balance acceleration instruments
  • Conductivity meters
  • Plotters
  • Shear testers
  • Digital resistance meters
  • Height gauges
  • Creep and stress relaxation testers
  • Sorting machines
  • Eddy current flaw detectors
  • Printed circuit board PCB testers
  • Industrial bench scales
  • Pin gauges
  • Shock testers
  • Viscometers
  • Holographic interferometers
  • Compression testers
  • Fatigue testers
  • Pulse generators
  • Optical gauges
  • Color spectrometers
  • Thread gauges
  • Mass flow leak testers
  • Laser shearography flaw detectors
  • Tensile testers
  • Plug gauges
  • Verisurf CMM Master
  • Depth gauges

Alternative Job Titles